A Statistical Image Feature-Based Deep Belief Network for Fire Detection

Table 4

Typical features of GLCM.

Symbol	Name	Element
F1	Color moments in HSV space	[M1, M2,M3]
F2	Statistical features of gray-scale image	[s1, s2,s3, s4,s5, s6,s7]
F3	Statistical features of the gray-level co-occurrence matrix
F4	Local binary pattern histogram	[b1, b2,b3, b4,b5, b6,b7,b8,b9,b10,b11, b12,b13, b14,b15, b16,b17,b18]
F5	Statistical features of wavelet transform decomposition	[W1,W2,W3,W4,W5,W6,W7]
F6	Combinatorial features	[F1, F2]
F7	Combinatorial features	[F3, F4]
F8	Combinatorial features	[F1, F2, F3, F4]
F9	Combinatorial features	[F1, F2, F3, F4, F5]